diff --git a/src/Database/Redis/Cluster.hs b/src/Database/Redis/Cluster.hs
index 2f577bc2..d1822c8f 100644
--- a/src/Database/Redis/Cluster.hs
+++ b/src/Database/Redis/Cluster.hs
@@ -36,6 +36,7 @@ import System.IO.Unsafe(unsafeInterleaveIO)
 
 import Database.Redis.Protocol(Reply(Error), renderRequest, reply)
 import qualified Database.Redis.Cluster.Command as CMD
+import Network.TLS (ClientParams (..))
 
 -- This module implements a clustered connection whilst maintaining
 -- compatibility with the original Hedis codebase. In particular it still
@@ -100,8 +101,8 @@ instance Exception UnsupportedClusterCommandException
 newtype CrossSlotException = CrossSlotException [[B.ByteString]] deriving (Show, Typeable)
 instance Exception CrossSlotException
 
-connect :: [CMD.CommandInfo] -> MVar ShardMap -> Maybe Int -> IO Connection
-connect commandInfos shardMapVar timeoutOpt = do
+connect :: Maybe ClientParams -> [CMD.CommandInfo] -> MVar ShardMap -> Maybe Int -> IO Connection
+connect mTlsParams commandInfos shardMapVar timeoutOpt = do
         shardMap <- readMVar shardMapVar
         stateVar <- newMVar $ Pending []
         pipelineVar <- newMVar $ Pipeline stateVar
@@ -111,7 +112,18 @@ connect commandInfos shardMapVar timeoutOpt = do
     nodeConnections shardMap = HM.fromList <$> mapM connectNode (nub $ nodes shardMap)
     connectNode :: Node -> IO (NodeID, NodeConnection)
     connectNode (Node n _ host port) = do
-        ctx <- CC.connect host (CC.PortNumber $ toEnum port) timeoutOpt
+        ctx0 <- CC.connect host (CC.PortNumber $ toEnum port) timeoutOpt
+        ctx <- case mTlsParams of
+                  Nothing -> pure ctx0
+                  Just defaultTlsParams -> do
+                      -- The defaultTlsParams are used to connect to the first
+                      -- host in the cluster, other hosts have different
+                      -- hostnames and so require a different server
+                      -- identification params
+                      let tlsParams = defaultTlsParams {
+                                        clientServerIdentification =  (host, Char8.pack $ show port)
+                                      }
+                      CC.enableTLS tlsParams ctx0
         ref <- IOR.newIORef Nothing
         return (n, NodeConnection ctx ref n)
 
diff --git a/src/Database/Redis/Connection.hs b/src/Database/Redis/Connection.hs
index 156662ec..d3ac0c9e 100644
--- a/src/Database/Redis/Connection.hs
+++ b/src/Database/Redis/Connection.hs
@@ -231,9 +231,9 @@ connectCluster bootstrapConnInfo = do
         Left e -> throwIO $ ClusterConnectError e
         Right infos -> do
 #if MIN_VERSION_resource_pool(0,3,0)
-            pool <- newPool (defaultPoolConfig (Cluster.connect infos shardMapVar Nothing) Cluster.disconnect (realToFrac $ connectMaxIdleTime bootstrapConnInfo) (connectMaxConnections bootstrapConnInfo))
+            pool <- newPool (defaultPoolConfig (Cluster.connect (connectTLSParams bootstrapConnInfo) infos shardMapVar Nothing) Cluster.disconnect (realToFrac $ connectMaxIdleTime bootstrapConnInfo) (connectMaxConnections bootstrapConnInfo))
 #else
-            pool <- createPool (Cluster.connect infos shardMapVar Nothing) Cluster.disconnect 1 (connectMaxIdleTime bootstrapConnInfo) (connectMaxConnections bootstrapConnInfo)
+            pool <- createPool (Cluster.connect (connectTLSParams bootstrapConnInfo) infos shardMapVar Nothing) Cluster.disconnect 1 (connectMaxIdleTime bootstrapConnInfo) (connectMaxConnections bootstrapConnInfo)
 #endif
             return $ ClusteredConnection shardMapVar pool